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Knowledge Distillation

2907 directly classified papers

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Papers

Aggregation Mechanism Based Graph Heterogeneous Networks Distillation IJCAI 2025
Improving SAM for Camouflaged Object Detection via Dual Stream Adapters ICCV 2025
VRM: Knowledge Distillation via Virtual Relation Matching ICCV 2025
Knowledge Distillation with Refined Logits ICCV 2025
EA-KD: Entropy-based Adaptive Knowledge Distillation ICCV 2025
EgoAdapt: Adaptive Multisensory Distillation and Policy Learning for Efficient Egocentric Perception ICCV 2025
Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract) AAAI 2025
Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation AAAI 2025
Inference-Time Diffusion Model Distillation ICCV 2025
S4M: Boosting Semi-Supervised Instance Segmentation with SAM ICCV 2025
CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation ICCV 2025
Investigating the Transferability of Code Repair for Low-Resource Programming Languages NAACL 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning ICCV 2025
Howard University-AI4PC at SemEval-2025 Task 4: Unlearning Sensitive Content From Large Language Models Using Finetuning and Distillation for Selective Knowledge Removal ACL 2025
Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval AAAI 2025
Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration AAAI 2025
Fed-DFA: Federated Distillation for Heterogeneous Model Fusion Through the Adversarial Lens AAAI 2025
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking COLING 2025
SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models NAACL 2025
DCSF-KD: Dynamic Channel-wise Spatial Feature Knowledge Distillation for Object Detection AAAI 2025
Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval AAAI 2025
DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025
Reinforced Multi-teacher Knowledge Distillation for Efficient General Image Forgery Detection and Localization AAAI 2025
PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts AAAI 2025
Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution AAAI 2025